Manikanta Dornala

AI Researcher

Seattle, Washington, United States10 yrs 9 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in Data Engineering and Analytics.
  • Proven track record in optimizing performance analytics.
  • Strong foundation in Machine Learning and AI.
Stackforce AI infers this person is a Data Engineering and Software Development expert in the SaaS industry.

Contact

Skills

Core Skills

Data EngineeringData AnalysisSoftware DevelopmentMachine LearningProject Management

Other Skills

Root Cause AnalysisSwift (Programming Language)PythonSQLBig DataApache SparkTypeScriptC#COSMOSAngularAgile MethodologiesJavaScriptAlgorithmsModelingHuman Computer Interaction

About

Tech Engineer interested in solving problems and creating an impact. Invested in strong programming fundamentals with an ability to quickly learn new technologies and demonstrable skills in a plethora of processes based around Data processing and Analytics tools.

Experience

10 yrs 9 mos
Total Experience
1 yr 9 mos
Average Tenure
5 yrs
Current Experience

Apple

Data Science and Engineering

Jun 2021Present · 5 yrs · Seattle, Washington, United States

  • Keeping Apple Intelligence reliable.
Root Cause AnalysisData AnalysisData EngineeringSwift (Programming Language)PythonSQL+2

Microsoft

Software Engineer

Jun 2019May 2021 · 1 yr 11 mos · Redmond, Washington, United States

  • Built performance analytics solutions for churning large scale windows telemetry and diagnostics data to identify optimization opportunities and drive to improve overall Platform Health.
  • + I worked on building a Trace Analysis platform using a combination of simple linear models and heuristics, which has brought down mean time to identify and in some cases root cause performance issues in the OS from weeks to 3 days.
TypeScriptC#COSMOSSQLBig DataAngular+4

Georgia institute of technology

Graduate Research Assistant

Aug 2018May 2019 · 9 mos · Greater Atlanta Area

  • My work here draws on the methods from natural language processing, machine learning, and statistical modeling to develop computational techniques and solutions that are robust and adaptable with the changing social dynamics.
  • I worked on sensing and assessing mental health of individuals interacting in communities (focusing on workplaces and online communities), by complementing multimodal data streams with social media to predict and characterize the attributes of psychological states.
SQLMachine LearningBig DataData AnalysisPython

Microsoft

2 roles

Software Engineer

Jun 2017Jul 2018 · 1 yr 1 mo · Hyderabad, Telangana, India

  • Worked for Core Services Engineering (CSE) with the Customer Account Life Cycle (CALC) tool, that serves the Sales Excellence Personnel of Microsoft and ensures they generate revenue as quickly as possible.
  • Delivered mission-critical systems that generate large amounts of data capable of directly influencing key decision makers of the company. Constantly strived to improve the system to be fault resilient and reliable as the bytes that flow through it impact all of Microsoft Sales.
  • On a Technical note, I designed and built a highly scalable API leveraging Azure architecture that brought down a business process from 2 weeks to 5 days with 0.1% inconsistencies churning more than 25 million requests during the said period.
C#SQLAgile MethodologiesJavaScriptSoftware DevelopmentProject Management

Software Developer Intern

May 2016Jul 2016 · 2 mos · Hyderabad Area, India

  • Worked at Microsoft Internal Tools and built intelligent chatbot to empower sales personnel to do their work on the go, decreasing the information delay and actively increasing their productivity.

Astronomy club

Coordinator

Mar 2015Mar 2016 · 1 yr · Kanpur Area, India

  • Lead a team of secretaries of the club for the promotion and active visibility of club in the institute.
  • Planning, raising finances, ensuring participation and managing logistics of the club involving finances over INR 100k.
  • Drove the Construction and Management of India's first student-built Observatory while handling assets worth over INR 2.3 million.

Student senate

Senator

Mar 2014Mar 2015 · 1 yr · Greater Lucknow Area

  • Elected by an Electorate strength of over 800 students as their representative to the Student Senate.
  • UG member of the Rules & Procedures Committee and Institute Automation Efforts.

Education

Georgia Institute of Technology

Master of Science - MS — Computer Science

Jan 2018Jan 2019

Indian Institute of Technology, Kanpur

Bachelor’s Degree — Computer Science

Jan 2013Jan 2017

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